Literature DB >> 33623044

Stability of synchronization in simplicial complexes.

L V Gambuzza1, F Di Patti2, L Gallo3,4, S Lepri2, M Romance5, R Criado5, M Frasca6,7, V Latora8,9,10,11, S Boccaletti12,13,14,15.   

Abstract

Various systems in physics, biology, social sciences and engineering have been successfully modeled as networks of coupled dynamical systems, where the links describe pairwise interactions. This is, however, too strong a limitation, as recent studies have revealed that higher-order many-body interactions are present in social groups, ecosystems and in the human brain, and they actually affect the emergent dynamics of all these systems. Here, we introduce a general framework to study coupled dynamical systems accounting for the precise microscopic structure of their interactions at any possible order. We show that complete synchronization exists as an invariant solution, and give the necessary condition for it to be observed as a stable state. Moreover, in some relevant instances, such a necessary condition takes the form of a Master Stability Function. This generalizes the existing results valid for pairwise interactions to the case of complex systems with the most general possible architecture.

Entities:  

Year:  2021        PMID: 33623044     DOI: 10.1038/s41467-021-21486-9

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  33 in total

1.  Persistent brain network homology from the perspective of dendrogram.

Authors:  Hyekyoung Lee; Hyejin Kang; Moo K Chung; Bung-Nyun Kim; Dong Soo Lee
Journal:  IEEE Trans Med Imaging       Date:  2012-09-19       Impact factor: 10.048

2.  Generalized network structures: The configuration model and the canonical ensemble of simplicial complexes.

Authors:  Owen T Courtney; Ginestra Bianconi
Journal:  Phys Rev E       Date:  2016-06-16       Impact factor: 2.529

3.  Random walks on hypergraphs.

Authors:  Timoteo Carletti; Federico Battiston; Giulia Cencetti; Duccio Fanelli
Journal:  Phys Rev E       Date:  2020-02       Impact factor: 2.529

4.  Centralities in simplicial complexes. Applications to protein interaction networks.

Authors:  Ernesto Estrada; Grant J Ross
Journal:  J Theor Biol       Date:  2017-11-08       Impact factor: 2.691

5.  Topological Strata of Weighted Complex Networks.

Authors:  Giovanni Petri; Martina Scolamiero; Irene Donato; Francesco Vaccarino
Journal:  PLoS One       Date:  2013-06-21       Impact factor: 3.240

6.  Complex Quantum Network Manifolds in Dimension d > 2 are Scale-Free.

Authors:  Ginestra Bianconi; Christoph Rahmede
Journal:  Sci Rep       Date:  2015-09-10       Impact factor: 4.379

7.  Homological scaffolds of brain functional networks.

Authors:  G Petri; P Expert; F Turkheimer; R Carhart-Harris; D Nutt; P J Hellyer; F Vaccarino
Journal:  J R Soc Interface       Date:  2014-12-06       Impact factor: 4.118

8.  Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks.

Authors:  Louis-David Lord; Paul Expert; Henrique M Fernandes; Giovanni Petri; Tim J Van Hartevelt; Francesco Vaccarino; Gustavo Deco; Federico Turkheimer; Morten L Kringelbach
Journal:  Front Syst Neurosci       Date:  2016-11-08

9.  The importance of the whole: Topological data analysis for the network neuroscientist.

Authors:  Ann E Sizemore; Jennifer E Phillips-Cremins; Robert Ghrist; Danielle S Bassett
Journal:  Netw Neurosci       Date:  2019-07-01

10.  Knowledge gaps in the early growth of semantic feature networks.

Authors:  Ann E Sizemore; Elisabeth A Karuza; Chad Giusti; Danielle S Bassett
Journal:  Nat Hum Behav       Date:  2018-09-07
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  1 in total

Review 1.  Dynamics on higher-order networks: a review.

Authors:  Soumen Majhi; Matjaž Perc; Dibakar Ghosh
Journal:  J R Soc Interface       Date:  2022-03-23       Impact factor: 4.118

  1 in total

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